Class: Aws::Glue::Types::GetMLTransformResponse

Inherits:

Struct

• Object
• Struct
• Aws::Glue::Types::GetMLTransformResponse

Includes:

Structure

Defined in:

lib/aws-sdk-glue/types.rb

Overview

See Also:

• AWS API Documentation

Constant Summary

SENSITIVE =

[]

Instance Attribute Summary

• #created_on ⇒ Time

  The date and time when the transform was created.

• #description ⇒ String

  A description of the transform.

• #evaluation_metrics ⇒ Types::EvaluationMetrics

  The latest evaluation metrics.

• #glue_version ⇒ String

  This value determines which version of Glue this machine learning transform is compatible with.

• #input_record_tables ⇒ Array<Types::GlueTable>

  A list of Glue table definitions used by the transform.

• #label_count ⇒ Integer

  The number of labels available for this transform.

• #last_modified_on ⇒ Time

  The date and time when the transform was last modified.

• #max_capacity ⇒ Float

  The number of Glue data processing units (DPUs) that are allocated to task runs for this transform.

• #max_retries ⇒ Integer

  The maximum number of times to retry a task for this transform after a task run fails.

• #name ⇒ String

  The unique name given to the transform when it was created.

• #number_of_workers ⇒ Integer

  The number of workers of a defined workerType that are allocated when this task runs.

• #parameters ⇒ Types::TransformParameters

  The configuration parameters that are specific to the algorithm used.

• #role ⇒ String

  The name or Amazon Resource Name (ARN) of the IAM role with the required permissions.

• #schema ⇒ Array<Types::SchemaColumn>

  The Map<Column, Type> object that represents the schema that this transform accepts.

• #status ⇒ String

  The last known status of the transform (to indicate whether it can be used or not).

• #timeout ⇒ Integer

  The timeout for a task run for this transform in minutes.

• #transform_encryption ⇒ Types::TransformEncryption

  The encryption-at-rest settings of the transform that apply to accessing user data.

• #transform_id ⇒ String

  The unique identifier of the transform, generated at the time that the transform was created.

• #worker_type ⇒ String

  The type of predefined worker that is allocated when this task runs.

Instance Attribute Details

#created_on ⇒ Time

The date and time when the transform was created.

Returns:

• (Time)

# File 'lib/aws-sdk-glue/types.rb', line 15063

class GetMLTransformResponse < Struct.new(
  :transform_id,
  :name,
  :description,
  :status,
  :created_on,
  :last_modified_on,
  :input_record_tables,
  :parameters,
  :evaluation_metrics,
  :label_count,
  :schema,
  :role,
  :glue_version,
  :max_capacity,
  :worker_type,
  :number_of_workers,
  :timeout,
  :max_retries,
  :transform_encryption)
  SENSITIVE = []
  include Aws::Structure
end

#description ⇒ String

A description of the transform.

Returns:

• (String)

# File 'lib/aws-sdk-glue/types.rb', line 15063

class GetMLTransformResponse < Struct.new(
  :transform_id,
  :name,
  :description,
  :status,
  :created_on,
  :last_modified_on,
  :input_record_tables,
  :parameters,
  :evaluation_metrics,
  :label_count,
  :schema,
  :role,
  :glue_version,
  :max_capacity,
  :worker_type,
  :number_of_workers,
  :timeout,
  :max_retries,
  :transform_encryption)
  SENSITIVE = []
  include Aws::Structure
end

#evaluation_metrics ⇒ Types::EvaluationMetrics

The latest evaluation metrics.

Returns:

• (Types::EvaluationMetrics)

# File 'lib/aws-sdk-glue/types.rb', line 15063

class GetMLTransformResponse < Struct.new(
  :transform_id,
  :name,
  :description,
  :status,
  :created_on,
  :last_modified_on,
  :input_record_tables,
  :parameters,
  :evaluation_metrics,
  :label_count,
  :schema,
  :role,
  :glue_version,
  :max_capacity,
  :worker_type,
  :number_of_workers,
  :timeout,
  :max_retries,
  :transform_encryption)
  SENSITIVE = []
  include Aws::Structure
end

#glue_version ⇒ String

This value determines which version of Glue this machine learning transform is compatible with. Glue 1.0 is recommended for most customers. If the value is not set, the Glue compatibility defaults to Glue 0.9. For more information, see Glue Versions in the developer guide.

Returns:

• (String)

# File 'lib/aws-sdk-glue/types.rb', line 15063

class GetMLTransformResponse < Struct.new(
  :transform_id,
  :name,
  :description,
  :status,
  :created_on,
  :last_modified_on,
  :input_record_tables,
  :parameters,
  :evaluation_metrics,
  :label_count,
  :schema,
  :role,
  :glue_version,
  :max_capacity,
  :worker_type,
  :number_of_workers,
  :timeout,
  :max_retries,
  :transform_encryption)
  SENSITIVE = []
  include Aws::Structure
end

#input_record_tables ⇒ Array<Types::GlueTable>

A list of Glue table definitions used by the transform.

Returns:

• (Array<Types::GlueTable>)

# File 'lib/aws-sdk-glue/types.rb', line 15063

class GetMLTransformResponse < Struct.new(
  :transform_id,
  :name,
  :description,
  :status,
  :created_on,
  :last_modified_on,
  :input_record_tables,
  :parameters,
  :evaluation_metrics,
  :label_count,
  :schema,
  :role,
  :glue_version,
  :max_capacity,
  :worker_type,
  :number_of_workers,
  :timeout,
  :max_retries,
  :transform_encryption)
  SENSITIVE = []
  include Aws::Structure
end

#label_count ⇒ Integer

The number of labels available for this transform.

Returns:

• (Integer)

# File 'lib/aws-sdk-glue/types.rb', line 15063

class GetMLTransformResponse < Struct.new(
  :transform_id,
  :name,
  :description,
  :status,
  :created_on,
  :last_modified_on,
  :input_record_tables,
  :parameters,
  :evaluation_metrics,
  :label_count,
  :schema,
  :role,
  :glue_version,
  :max_capacity,
  :worker_type,
  :number_of_workers,
  :timeout,
  :max_retries,
  :transform_encryption)
  SENSITIVE = []
  include Aws::Structure
end

#last_modified_on ⇒ Time

The date and time when the transform was last modified.

Returns:

• (Time)

# File 'lib/aws-sdk-glue/types.rb', line 15063

class GetMLTransformResponse < Struct.new(
  :transform_id,
  :name,
  :description,
  :status,
  :created_on,
  :last_modified_on,
  :input_record_tables,
  :parameters,
  :evaluation_metrics,
  :label_count,
  :schema,
  :role,
  :glue_version,
  :max_capacity,
  :worker_type,
  :number_of_workers,
  :timeout,
  :max_retries,
  :transform_encryption)
  SENSITIVE = []
  include Aws::Structure
end

#max_capacity ⇒ Float

The number of Glue data processing units (DPUs) that are allocated to task runs for this transform. You can allocate from 2 to 100 DPUs; the default is 10. A DPU is a relative measure of processing power that consists of 4 vCPUs of compute capacity and 16 GB of memory. For more information, see the Glue pricing page.

When the WorkerType field is set to a value other than Standard, the MaxCapacity field is set automatically and becomes read-only.

Returns:

• (Float)

# File 'lib/aws-sdk-glue/types.rb', line 15063

class GetMLTransformResponse < Struct.new(
  :transform_id,
  :name,
  :description,
  :status,
  :created_on,
  :last_modified_on,
  :input_record_tables,
  :parameters,
  :evaluation_metrics,
  :label_count,
  :schema,
  :role,
  :glue_version,
  :max_capacity,
  :worker_type,
  :number_of_workers,
  :timeout,
  :max_retries,
  :transform_encryption)
  SENSITIVE = []
  include Aws::Structure
end

#max_retries ⇒ Integer

The maximum number of times to retry a task for this transform after a task run fails.

Returns:

• (Integer)

# File 'lib/aws-sdk-glue/types.rb', line 15063

class GetMLTransformResponse < Struct.new(
  :transform_id,
  :name,
  :description,
  :status,
  :created_on,
  :last_modified_on,
  :input_record_tables,
  :parameters,
  :evaluation_metrics,
  :label_count,
  :schema,
  :role,
  :glue_version,
  :max_capacity,
  :worker_type,
  :number_of_workers,
  :timeout,
  :max_retries,
  :transform_encryption)
  SENSITIVE = []
  include Aws::Structure
end

#name ⇒ String

The unique name given to the transform when it was created.

Returns:

• (String)

# File 'lib/aws-sdk-glue/types.rb', line 15063

class GetMLTransformResponse < Struct.new(
  :transform_id,
  :name,
  :description,
  :status,
  :created_on,
  :last_modified_on,
  :input_record_tables,
  :parameters,
  :evaluation_metrics,
  :label_count,
  :schema,
  :role,
  :glue_version,
  :max_capacity,
  :worker_type,
  :number_of_workers,
  :timeout,
  :max_retries,
  :transform_encryption)
  SENSITIVE = []
  include Aws::Structure
end

#number_of_workers ⇒ Integer

The number of workers of a defined workerType that are allocated when this task runs.

Returns:

• (Integer)

# File 'lib/aws-sdk-glue/types.rb', line 15063

class GetMLTransformResponse < Struct.new(
  :transform_id,
  :name,
  :description,
  :status,
  :created_on,
  :last_modified_on,
  :input_record_tables,
  :parameters,
  :evaluation_metrics,
  :label_count,
  :schema,
  :role,
  :glue_version,
  :max_capacity,
  :worker_type,
  :number_of_workers,
  :timeout,
  :max_retries,
  :transform_encryption)
  SENSITIVE = []
  include Aws::Structure
end

#parameters ⇒ Types::TransformParameters

The configuration parameters that are specific to the algorithm used.

Returns:

• (Types::TransformParameters)

# File 'lib/aws-sdk-glue/types.rb', line 15063

class GetMLTransformResponse < Struct.new(
  :transform_id,
  :name,
  :description,
  :status,
  :created_on,
  :last_modified_on,
  :input_record_tables,
  :parameters,
  :evaluation_metrics,
  :label_count,
  :schema,
  :role,
  :glue_version,
  :max_capacity,
  :worker_type,
  :number_of_workers,
  :timeout,
  :max_retries,
  :transform_encryption)
  SENSITIVE = []
  include Aws::Structure
end

#role ⇒ String

The name or Amazon Resource Name (ARN) of the IAM role with the required permissions.

Returns:

• (String)

# File 'lib/aws-sdk-glue/types.rb', line 15063

class GetMLTransformResponse < Struct.new(
  :transform_id,
  :name,
  :description,
  :status,
  :created_on,
  :last_modified_on,
  :input_record_tables,
  :parameters,
  :evaluation_metrics,
  :label_count,
  :schema,
  :role,
  :glue_version,
  :max_capacity,
  :worker_type,
  :number_of_workers,
  :timeout,
  :max_retries,
  :transform_encryption)
  SENSITIVE = []
  include Aws::Structure
end

#schema ⇒ Array<Types::SchemaColumn>

The Map<Column, Type> object that represents the schema that this transform accepts. Has an upper bound of 100 columns.

Returns:

• (Array<Types::SchemaColumn>)

# File 'lib/aws-sdk-glue/types.rb', line 15063

class GetMLTransformResponse < Struct.new(
  :transform_id,
  :name,
  :description,
  :status,
  :created_on,
  :last_modified_on,
  :input_record_tables,
  :parameters,
  :evaluation_metrics,
  :label_count,
  :schema,
  :role,
  :glue_version,
  :max_capacity,
  :worker_type,
  :number_of_workers,
  :timeout,
  :max_retries,
  :transform_encryption)
  SENSITIVE = []
  include Aws::Structure
end

#status ⇒ String

The last known status of the transform (to indicate whether it can be used or not). One of "NOT_READY", "READY", or "DELETING".

Returns:

• (String)

# File 'lib/aws-sdk-glue/types.rb', line 15063

class GetMLTransformResponse < Struct.new(
  :transform_id,
  :name,
  :description,
  :status,
  :created_on,
  :last_modified_on,
  :input_record_tables,
  :parameters,
  :evaluation_metrics,
  :label_count,
  :schema,
  :role,
  :glue_version,
  :max_capacity,
  :worker_type,
  :number_of_workers,
  :timeout,
  :max_retries,
  :transform_encryption)
  SENSITIVE = []
  include Aws::Structure
end

#timeout ⇒ Integer

The timeout for a task run for this transform in minutes. This is the maximum time that a task run for this transform can consume resources before it is terminated and enters TIMEOUT status. The default is 2,880 minutes (48 hours).

Returns:

• (Integer)

# File 'lib/aws-sdk-glue/types.rb', line 15063

class GetMLTransformResponse < Struct.new(
  :transform_id,
  :name,
  :description,
  :status,
  :created_on,
  :last_modified_on,
  :input_record_tables,
  :parameters,
  :evaluation_metrics,
  :label_count,
  :schema,
  :role,
  :glue_version,
  :max_capacity,
  :worker_type,
  :number_of_workers,
  :timeout,
  :max_retries,
  :transform_encryption)
  SENSITIVE = []
  include Aws::Structure
end

#transform_encryption ⇒ Types::TransformEncryption

The encryption-at-rest settings of the transform that apply to accessing user data. Machine learning transforms can access user data encrypted in Amazon S3 using KMS.

Returns:

• (Types::TransformEncryption)

# File 'lib/aws-sdk-glue/types.rb', line 15063

class GetMLTransformResponse < Struct.new(
  :transform_id,
  :name,
  :description,
  :status,
  :created_on,
  :last_modified_on,
  :input_record_tables,
  :parameters,
  :evaluation_metrics,
  :label_count,
  :schema,
  :role,
  :glue_version,
  :max_capacity,
  :worker_type,
  :number_of_workers,
  :timeout,
  :max_retries,
  :transform_encryption)
  SENSITIVE = []
  include Aws::Structure
end

#transform_id ⇒ String

The unique identifier of the transform, generated at the time that the transform was created.

Returns:

• (String)

# File 'lib/aws-sdk-glue/types.rb', line 15063

class GetMLTransformResponse < Struct.new(
  :transform_id,
  :name,
  :description,
  :status,
  :created_on,
  :last_modified_on,
  :input_record_tables,
  :parameters,
  :evaluation_metrics,
  :label_count,
  :schema,
  :role,
  :glue_version,
  :max_capacity,
  :worker_type,
  :number_of_workers,
  :timeout,
  :max_retries,
  :transform_encryption)
  SENSITIVE = []
  include Aws::Structure
end

#worker_type ⇒ String

The type of predefined worker that is allocated when this task runs. Accepts a value of Standard, G.1X, or G.2X.

• For the Standard worker type, each worker provides 4 vCPU, 16 GB of memory and a 50GB disk, and 2 executors per worker.

• For the G.1X worker type, each worker provides 4 vCPU, 16 GB of memory and a 64GB disk, and 1 executor per worker.

• For the G.2X worker type, each worker provides 8 vCPU, 32 GB of memory and a 128GB disk, and 1 executor per worker.

Returns:

• (String)

# File 'lib/aws-sdk-glue/types.rb', line 15063

class GetMLTransformResponse < Struct.new(
  :transform_id,
  :name,
  :description,
  :status,
  :created_on,
  :last_modified_on,
  :input_record_tables,
  :parameters,
  :evaluation_metrics,
  :label_count,
  :schema,
  :role,
  :glue_version,
  :max_capacity,
  :worker_type,
  :number_of_workers,
  :timeout,
  :max_retries,
  :transform_encryption)
  SENSITIVE = []
  include Aws::Structure
end